MS1M-RetinaFace (MS1MV3)

该数据集是对MS-Celeb1M数据集的清洁版本，其中包含经过Retina-Face检测器预处理的人脸图像。所有图像的尺寸均为112×112像素，规模达到510万张图像，涵盖93,000个身份信息，适用于人脸识别任务。

This dataset is a cleaned version of the MS-Celeb-1M dataset, which contains face images preprocessed by the RetinaFace detector. All images have a resolution of 112×112 pixels, with a total of 5.1 million images covering 93,000 distinct identities, and it is suitable for face recognition tasks.

搜集汇总

背景与挑战

背景概述

MS1M-RetinaFace (MS1MV3)是一个包含93k个ID和5.2M图像的大规模人脸识别数据集，支持分布式训练和多种内存优化技术。该数据集是ArcFace算法实现的核心组成部分，适用于高效的人脸识别模型训练和评估。